diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a6a5e53..91fa7ed 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -97,11 +97,19 @@ jobs:
           GH_TOKEN: ${{ github.token }}
 
   integration:
-    name: End-to-end SQL on ${{ matrix.os }}
+    name: SQL E2E (${{ matrix.transport }}) on ${{ matrix.os }}
     needs: resolve-haybarn
     strategy:
       fail-fast: false
       matrix:
+        # Run the SAME sqllogictest suite over every VGI transport. The vgi
+        # extension picks the transport from the ATTACH LOCATION string that
+        # run-integration.sh builds per $TRANSPORT:
+        #   subprocess : `.venv/bin/python rerank_worker.py`  (stdio; extension spawns it)
+        #   http       : `http://127.0.0.1:<port>`            (worker booted with --http)
+        #   unix       : `unix:///tmp/rerank.sock`            (worker booted with --unix)
+        os: [ubuntu-latest, macos-latest]
+        transport: [subprocess, http, unix]
         include:
           - { os: ubuntu-latest, asset: haybarn_unittest-linux-amd64.zip }
           - { os: macos-latest,  asset: haybarn_unittest-osx-arm64.zip }
@@ -118,8 +126,10 @@ jobs:
       - name: Set up Python 3.13
         run: uv python install 3.13
 
-      - name: Install the worker (from the lockfile)
-        run: uv sync --frozen --python 3.13
+      - name: Install the worker (from the lockfile, with the http extra)
+        # The `http` extra pulls in waitress so the worker can serve `--http`.
+        # Harmless for the subprocess/unix legs; required for the http leg.
+        run: uv sync --frozen --python 3.13 --extra http
 
       # Pre-warm the fastembed/ONNX model cache so the first ATTACH+score isn't
       # paying the ~80 MB download inline.
@@ -147,7 +157,9 @@ jobs:
           UNITTEST="$PWD/$(find hb -name 'haybarn-unittest' -type f | head -1)"
           chmod +x "$UNITTEST"
           echo "HAYBARN_UNITTEST=$UNITTEST" >> "$GITHUB_ENV"
-          echo "VGI_RERANK_WORKER=$PWD/.venv/bin/python $PWD/rerank_worker.py" >> "$GITHUB_ENV"
+          echo "WORKER_CMD=$PWD/.venv/bin/python $PWD/rerank_worker.py" >> "$GITHUB_ENV"
 
-      - name: Run extension integration suite
+      - name: Run extension integration suite (${{ matrix.transport }})
         run: ci/run-integration.sh
+        env:
+          TRANSPORT: ${{ matrix.transport }}
diff --git a/ci/README.md b/ci/README.md
index 7b1db87..d8e9850 100644
--- a/ci/README.md
+++ b/ci/README.md
@@ -1,7 +1,7 @@
-# CI: the vgi-calendar worker integration suite
+# CI: the vgi-rerank worker integration suite
 
 [`.github/workflows/ci.yml`](../.github/workflows/ci.yml) runs the unit tests
-and this repo's sqllogictest suite (`test/sql/*.test`) against the vgi-calendar
+and this repo's sqllogictest suite (`test/sql/*.test`) against the vgi-rerank
 VGI worker through the **real DuckDB `vgi` extension** on every push / PR.
 
 ## How it works (no C++ build)
@@ -11,9 +11,9 @@ Rather than building the vgi DuckDB extension from source, CI drives a
 runner, published in Haybarn's releases) and installs the **signed** `vgi`
 extension from the Haybarn community channel:
 
-1. **Install the worker** — `uv sync --frozen` into a venv. `calendar_worker.py`
-   is a self-contained PEP 723 stdio worker the extension can spawn via
-   `uv run calendar_worker.py`.
+1. **Install the worker** — `uv sync --frozen --extra http` into a venv.
+   `rerank_worker.py` is a self-contained PEP 723 worker the extension can spawn
+   via stdio, or that the harness can boot over HTTP / an AF_UNIX socket.
 2. **Download the runner** — the matching `haybarn_unittest-*` asset per
    platform from the latest Haybarn release.
 3. **Preprocess** — the standalone runner links none of the extensions the
@@ -24,20 +24,92 @@ extension from the Haybarn community channel:
    `INSTALL vgi FROM community;` right before each bare `LOAD vgi;`. `require-env`
    and everything else pass through untouched.
 4. **Run** — [`run-integration.sh`](run-integration.sh) stages the preprocessed
-   tree, points `VGI_CALENDAR_WORKER` at `uv run calendar_worker.py`, warms the
-   extension cache once, then runs the suite in a single `haybarn-unittest`
-   invocation. Any failed assertion exits non-zero and fails the job.
+   tree, resolves `VGI_RERANK_WORKER` (the ATTACH `LOCATION`) per the
+   `$TRANSPORT` it's run with (see below), warms the extension cache once, then
+   runs the suite in a single `haybarn-unittest` invocation. Any failed
+   assertion exits non-zero and fails the job.
+
+## Transport matrix (subprocess | http | unix)
+
+The same `test/sql/*.test` suite is run over all three VGI transports — the
+extension picks the transport from the `LOCATION` string the `.test` files
+`ATTACH`, and `run-integration.sh` builds that string from `$TRANSPORT`:
+
+| `TRANSPORT`  | `VGI_RERANK_WORKER` (LOCATION)        | How the worker is reached |
+|--------------|---------------------------------------|---------------------------|
+| `subprocess` | `.venv/bin/python rerank_worker.py`   | extension spawns the worker per query; Arrow IPC over stdin/stdout (default) |
+| `http`       | `http://127.0.0.1:<port>`             | harness boots `rerank_worker.py --http --port 0 --port-file <f>`, waits for the port-file, then ATTACHes that URL |
+| `unix`       | `unix:///tmp/rerank-<pid>.sock`       | harness boots `rerank_worker.py --unix <sock>`, waits for the socket to appear, then ATTACHes it |
+
+The CI `integration` job is a `transport: [subprocess, http, unix]` × `os`
+matrix; each leg runs `ci/run-integration.sh` with `TRANSPORT=<t>`. Run a single
+transport locally with e.g. `TRANSPORT=http ci/run-integration.sh`.
+
+### Port / readiness discovery
+
+- **http**: the worker writes its auto-selected port to `--port-file`
+  atomically (tmp + rename), so the harness watches for that file to appear and
+  reads the port from it — it does **not** parse stdout. Boot line:
+  `rerank_worker.py --http --port 0 --port-file <f>`.
+- **unix**: the worker binds the AF_UNIX socket and prints `UNIX:<abs-path>`;
+  the harness polls for the socket file (`test -S`) to appear. Boot line:
+  `rerank_worker.py --unix <sock>`.
+
+Both out-of-band server processes are booted with cwd = the repo root (so they
+resolve the worker's relative resources / model cache) and are trap-killed on
+exit.
+
+### HTTP transport needs the `httpfs` extension (resolved, not gated)
+
+The vgi extension implements HTTP transport on top of DuckDB's **httpfs**
+extension, so an `http://` ATTACH binds with
+
+> `Binder Error: VGI HTTP transport requires the httpfs extension. Install it with: INSTALL httpfs; LOAD httpfs;`
+
+unless httpfs is loaded first. This is a **dependency**, not a protocol
+limitation, so we resolve it rather than gate: the http leg of
+`run-integration.sh` injects a signed `INSTALL httpfs FROM core; LOAD httpfs;`
+into each staged `.test` (right after the awk-injected `LOAD vgi;`). The
+`.test` files themselves stay transport-agnostic.
+
+The http leg also needs the worker's `http` extra (waitress): `pyproject.toml`
+ships an `http` extra (`vgi-python[http]`), the PEP 723 header lists
+`vgi-python[http]`, and CI runs `uv sync --frozen --extra http`.
+
+> **Sharp edge — the runner silently SKIPs HTTP errors.** The haybarn/DuckDB
+> sqllogictest runner's default skip list skips any statement whose error
+> message contains `"HTTP"` or `"Unable to connect"`. Without the httpfs load,
+> *every* HTTP-leg test SKIPs (the httpfs binder error contains "HTTP") and the
+> suite reports "All tests were skipped" — a green-looking **fake pass**, not a
+> real one. `run-integration.sh` therefore fails the leg unless the runner
+> reports `All tests passed (N assertions …)` with N > 0 and reports zero
+> skips.
+
+### Per-transport status
+
+- **subprocess**: GREEN — 21 assertions.
+- **http**: GREEN — 25 assertions (21 + the injected httpfs INSTALL/LOAD
+  statements).
+- **unix**: GREEN — 21 assertions. No extra deps; `--unix` is built into the
+  worker's `Worker.main()`.
+
+The suite here is stateless scalar scoring + a static discovery table function
+(`supported_models()`), so none of the inherent HTTP limitations (streaming
+partition-local state, etc.) apply — nothing needed gating.
 
 ## Run it locally
 
 ```bash
-uv sync --python 3.13                       # install the worker + deps
+uv sync --python 3.13 --extra http          # install the worker + deps (http extra for the http leg)
 # point HAYBARN_UNITTEST at a haybarn-unittest binary (or a local DuckDB
-# `unittest` built with the vgi extension), and the worker at the stdio command:
+# `unittest` built with the vgi extension). WORKER_CMD is the stdio command that
+# runs the worker; the harness uses it directly for subprocess and boots it with
+# --http / --unix for the other transports.
 HAYBARN_UNITTEST=/path/to/haybarn-unittest \
-VGI_CALENDAR_WORKER="uv run --python 3.13 calendar_worker.py" \
-  ci/run-integration.sh
+WORKER_CMD="uv run --python 3.13 rerank_worker.py" \
+  TRANSPORT=subprocess ci/run-integration.sh    # or TRANSPORT=http / TRANSPORT=unix
 ```
 
-Or use the Makefile target `make test-sql`, which installs `haybarn-unittest`
-as a uv tool and points the worker at `uv run --python 3.13 calendar_worker.py`.
+`TRANSPORT` defaults to `subprocess`, and `WORKER_CMD` defaults to
+`uv run --python 3.13 <repo>/rerank_worker.py`, so a bare
+`HAYBARN_UNITTEST=… ci/run-integration.sh` runs the subprocess leg.
diff --git a/ci/run-integration.sh b/ci/run-integration.sh
index ad7c10e..b94408d 100755
--- a/ci/run-integration.sh
+++ b/ci/run-integration.sh
@@ -5,20 +5,36 @@
 # VGI worker, using a prebuilt standalone `haybarn-unittest` and the signed
 # community `vgi` extension — no C++ build from source. See ci/README.md.
 #
+# The SAME suite is exercised over three VGI transports, selected by $TRANSPORT.
+# The vgi extension picks the transport from the LOCATION string the .test files
+# ATTACH (`${VGI_RERANK_WORKER}`):
+#
+#   subprocess : a bare stdio command (`.venv/bin/python rerank_worker.py`) — the
+#                extension spawns the worker per query and talks Arrow IPC over
+#                stdin/stdout. Default; current behavior.
+#   http       : the worker is started out-of-band in `--http` mode on an auto
+#                port; LOCATION becomes `http://127.0.0.1:<port>`.
+#   unix       : the worker is started out-of-band on an AF_UNIX socket;
+#                LOCATION becomes `unix:///path/to.sock`.
+#
 # Required environment:
-#   HAYBARN_UNITTEST   path to the haybarn-unittest binary
-#   VGI_RERANK_WORKER  worker LOCATION the .test files ATTACH (a stdio command
-#                      such as `uv run rerank_worker.py`, or an http:// URL)
+#   HAYBARN_UNITTEST     path to the haybarn-unittest binary
+#   TRANSPORT            subprocess | http | unix (default: subprocess)
+#   WORKER_CMD           the stdio command that runs the worker. Used directly
+#                        as the LOCATION for subprocess, and as the process to
+#                        boot the server for http/unix. Defaults to
+#                        `uv run --python 3.13 <repo>/rerank_worker.py`.
 # Optional:
-#   STAGE              scratch dir for the preprocessed test tree (default: mktemp)
+#   STAGE                scratch dir for the preprocessed test tree (default: mktemp)
 set -euo pipefail
 
 : "${HAYBARN_UNITTEST:?path to the haybarn-unittest binary}"
-: "${VGI_RERANK_WORKER:?worker LOCATION (stdio command or http:// URL)}"
 
 HERE="$(cd "$(dirname "$0")" && pwd)"
 REPO="$(cd "$HERE/.." && pwd)"
 STAGE="${STAGE:-$(mktemp -d)}"
+TRANSPORT="${TRANSPORT:-subprocess}"
+WORKER_CMD="${WORKER_CMD:-uv run --python 3.13 $REPO/rerank_worker.py}"
 
 echo "Staging preprocessed tests into $STAGE ..."
 mkdir -p "$STAGE/test/sql"
@@ -26,6 +42,134 @@ for f in "$REPO"/test/sql/*.test; do
   awk -f "$HERE/preprocess-require.awk" "$f" > "$STAGE/test/sql/$(basename "$f")"
 done
 
+# ---------------------------------------------------------------------------
+# Per-transport: resolve VGI_RERANK_WORKER (the LOCATION) and, for the
+# out-of-band transports, boot the worker server + arrange trap-cleanup.
+# ---------------------------------------------------------------------------
+SERVER_PID=""
+SOCK=""
+PORT_FILE=""
+
+cleanup() {
+  # Capture the real exit status FIRST: an EXIT trap whose last command returns
+  # non-zero (e.g. a short-circuited `[[ -n "" ]] && …` on the subprocess/unix
+  # legs where nothing needs cleaning) would otherwise become the script's exit
+  # status under `set -e` and fail an already-passing run.
+  local rc=$?
+  if [[ -n "$SERVER_PID" ]]; then
+    kill "$SERVER_PID" 2>/dev/null || true
+    wait "$SERVER_PID" 2>/dev/null || true
+  fi
+  if [[ -n "$SOCK" ]]; then rm -f "$SOCK"; fi
+  if [[ -n "$PORT_FILE" ]]; then rm -f "$PORT_FILE"; fi
+  return "$rc"
+}
+trap cleanup EXIT
+
+case "$TRANSPORT" in
+  subprocess)
+    export VGI_RERANK_WORKER="$WORKER_CMD"
+    ;;
+
+  http)
+    # The vgi extension's HTTP transport is implemented on top of DuckDB's
+    # httpfs extension, so an `http://` ATTACH binds with
+    #   "Binder Error: VGI HTTP transport requires the httpfs extension."
+    # unless httpfs is loaded first. (The haybarn sqllogictest runner's default
+    # skip list swallows any error containing "HTTP", so without this the whole
+    # suite would silently SKIP rather than fail — a fake pass.) The .test files
+    # are transport-agnostic; inject a signed `INSTALL httpfs FROM core; LOAD
+    # httpfs;` right after the awk-injected `LOAD vgi;` in each staged file, so
+    # httpfs is present only when we actually run over HTTP.
+    echo "Injecting httpfs load into staged tests (HTTP transport needs it) ..."
+    for sf in "$STAGE"/test/sql/*.test; do
+      awk '
+        { print }
+        /^LOAD[ \t]+vgi[ \t]*;[ \t]*$/ && !done {
+          print "";
+          print "statement ok";
+          print "INSTALL httpfs FROM core;";
+          print "";
+          print "statement ok";
+          print "LOAD httpfs;";
+          done = 1
+        }
+      ' "$sf" > "$sf.tmp" && mv "$sf.tmp" "$sf"
+    done
+
+    # Boot the worker in HTTP mode on an auto-selected port. The worker writes
+    # the chosen port to --port-file atomically (tmp + rename), so we watch for
+    # the file to appear rather than parsing stdout. HTTP mode needs the `http`
+    # extra (waitress); WORKER_CMD must resolve it — CI runs
+    # `uv sync --extra http` and the PEP 723 header lists `vgi-python[http]`.
+    PORT_FILE="$(mktemp -u "${TMPDIR:-/tmp}/rerank-port.XXXXXX")"
+    LOG_FILE="${TMPDIR:-/tmp}/rerank-http-server.log"
+    echo "Starting HTTP worker: $WORKER_CMD --http --port 0 --port-file $PORT_FILE"
+    # shellcheck disable=SC2086
+    ( cd "$REPO" && exec $WORKER_CMD --http --port 0 --port-file "$PORT_FILE" ) > "$LOG_FILE" 2>&1 &
+    SERVER_PID=$!
+
+    PORT=""
+    for _ in $(seq 1 240); do
+      if ! kill -0 "$SERVER_PID" 2>/dev/null; then
+        echo "ERROR: HTTP worker exited before reporting a port. Log:" >&2
+        cat "$LOG_FILE" >&2
+        exit 1
+      fi
+      if [[ -s "$PORT_FILE" ]]; then
+        PORT="$(tr -d '[:space:]' < "$PORT_FILE")"
+        [[ -n "$PORT" ]] && break
+      fi
+      sleep 0.5
+    done
+    if [[ -z "$PORT" ]]; then
+      echo "ERROR: timed out waiting for HTTP worker port-file. Log:" >&2
+      cat "$LOG_FILE" >&2
+      exit 1
+    fi
+    echo "HTTP worker ready on port $PORT (pid $SERVER_PID)"
+    export VGI_RERANK_WORKER="http://127.0.0.1:$PORT"
+    ;;
+
+  unix)
+    # Boot the worker bound to an AF_UNIX socket. The worker prints
+    # `UNIX:<abs-path>` once bound; we poll for the socket file to appear.
+    SOCK="${TMPDIR:-/tmp}/rerank-$$.sock"
+    rm -f "$SOCK"
+    LOG_FILE="${TMPDIR:-/tmp}/rerank-unix-server.log"
+    echo "Starting unix worker: $WORKER_CMD --unix $SOCK"
+    # shellcheck disable=SC2086
+    ( cd "$REPO" && exec $WORKER_CMD --unix "$SOCK" ) > "$LOG_FILE" 2>&1 &
+    SERVER_PID=$!
+
+    READY=""
+    for _ in $(seq 1 240); do
+      if ! kill -0 "$SERVER_PID" 2>/dev/null; then
+        echo "ERROR: unix worker exited before binding the socket. Log:" >&2
+        cat "$LOG_FILE" >&2
+        exit 1
+      fi
+      if [[ -S "$SOCK" ]]; then
+        READY=1
+        break
+      fi
+      sleep 0.5
+    done
+    if [[ -z "$READY" ]]; then
+      echo "ERROR: timed out waiting for unix worker socket. Log:" >&2
+      cat "$LOG_FILE" >&2
+      exit 1
+    fi
+    echo "unix worker ready on $SOCK (pid $SERVER_PID)"
+    export VGI_RERANK_WORKER="unix://$SOCK"
+    ;;
+
+  *)
+    echo "ERROR: unknown TRANSPORT '$TRANSPORT' (want subprocess|http|unix)" >&2
+    exit 2
+    ;;
+esac
+
 cd "$STAGE"
 
 # Warm the extension cache once: vgi from the signed community channel. A miss
@@ -42,7 +186,30 @@ EOF
 "$HAYBARN_UNITTEST" "test/_warm.test" >/dev/null 2>&1 || echo "::warning::extension warm step did not fully succeed"
 rm -f "$STAGE/test/_warm.test"
 
-# Run the whole suite in one invocation, streaming the runner's native
-# sqllogictest report. Any failed assertion exits non-zero and fails the job.
-echo "Running suite (worker: $VGI_RERANK_WORKER) ..."
-"$HAYBARN_UNITTEST" "test/sql/*"
+# Run the whole suite in one invocation, capturing the runner's native
+# sqllogictest report so we can both stream it AND assert on the summary line.
+echo "Running suite (transport: $TRANSPORT, worker: $VGI_RERANK_WORKER) ..."
+RUN_LOG="$STAGE/run.log"
+set +e
+"$HAYBARN_UNITTEST" "test/sql/*" 2>&1 | tee "$RUN_LOG"
+status=${PIPESTATUS[0]}
+set -e
+
+# SILENT-SKIP GUARD (critical for the http leg). DuckDB's sqllogictest runner
+# auto-SKIPS (exit 0!) any test whose error message contains "HTTP" or "Unable
+# to connect" — so a broken http setup reports "All tests were skipped" and the
+# job goes GREEN while testing nothing. Fail the leg unless the runner reports a
+# real pass with N>0 assertions and reported zero skips.
+if [[ $status -ne 0 ]]; then
+  echo "ERROR: haybarn-unittest exited $status" >&2
+  exit "$status"
+fi
+if grep -Eqi 'were skipped|tests were skipped' "$RUN_LOG"; then
+  echo "ERROR: tests were SKIPPED (likely a masked $TRANSPORT transport error — see above)." >&2
+  exit 1
+fi
+if ! grep -Eq 'All tests passed \([1-9][0-9]* assertions' "$RUN_LOG"; then
+  echo "ERROR: did not find an 'All tests passed (N assertions ...)' summary with N>0." >&2
+  exit 1
+fi
+echo "Suite GREEN over transport: $TRANSPORT"
diff --git a/pyproject.toml b/pyproject.toml
index 234447f..f8df2ae 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,6 +41,12 @@ dev = [
     "mypy>=1.10",
     "pydoclint>=0.5",
 ]
+# HTTP transport: the worker can serve over HTTP (`rerank_worker.py --http`) in
+# addition to stdio/AF_UNIX. That path needs vgi-python's `http` extra
+# (waitress). CI's http transport leg installs this via `uv sync --extra http`.
+http = [
+    "vgi-python[http]>=0.8.3",
+]
 
 [project.urls]
 Homepage = "https://query.farm"
diff --git a/rerank_worker.py b/rerank_worker.py
index 8878028..ea8415e 100644
--- a/rerank_worker.py
+++ b/rerank_worker.py
@@ -1,7 +1,7 @@
 # /// script
 # requires-python = ">=3.13"
 # dependencies = [
-#     "vgi-python>=0.8.3",
+#     "vgi-python[http]>=0.8.3",
 #     "fastembed>=0.5",
 # ]
 # ///
diff --git a/uv.lock b/uv.lock
index 28707be..c53e2e2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -77,6 +77,51 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ef/2f/c5464532e965badff2f4c4c1a3a83f5697f0d7c407ed0cda44aaa99bb451/certifi-2026.6.17-py3-none-any.whl", hash = "sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db", size = 133289, upload-time = "2026-06-17T10:31:06.348Z" },
 ]
 
+[[package]]
+name = "cffi"
+version = "2.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser", marker = "implementation_name != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/eb/56/b1ba7935a17738ae8453301356628e8147c79dbb825bcbc73dc7401f9846/cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529", size = 523588, upload-time = "2025-09-08T23:24:04.541Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4b/8d/a0a47a0c9e413a658623d014e91e74a50cdd2c423f7ccfd44086ef767f90/cffi-2.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb", size = 185230, upload-time = "2025-09-08T23:23:00.879Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/d2/a6c0296814556c68ee32009d9c2ad4f85f2707cdecfd7727951ec228005d/cffi-2.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca", size = 181043, upload-time = "2025-09-08T23:23:02.231Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/1e/d22cc63332bd59b06481ceaac49d6c507598642e2230f201649058a7e704/cffi-2.0.0-cp313-cp313-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b", size = 212446, upload-time = "2025-09-08T23:23:03.472Z" },
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